1. 1 A multi-criteria approach for asset management of waste water networks Joint Unit Research in Water Utilities Management Cemagref-Engees 1 quai Koch 67070 Strasbourg, France. D2-Decision Deck project Workshop, February 21-22, 2007, Paris-Dauphine. Amir NAFI,Vincent MOUSSEAU and Caty WEREY

2. 2  Stakes and goals of the study  The context  The problematic  Proposed approach  Electre-Tri method  Implementation  Analysis of the results  Conclusion and outlook Plan Joint Unit Research in Water Utilities Management Cemagref-Engees 1 quai Koch 67070 Strasbourg, France.

3. 3  Long term policy for asset management  The use of available data in County Council of Bas-rhin  Respect of financial constraint by sewers selection  Proposing a way to select deteriorated sewers  Implementation of the approach in waste water utility  Identification of deteriorated sewers for rehabilitation  Considering possible improvment for Electre-tri method Stakes and goals Joint Unit Research in Water Utilities Management Cemagref-Engees 1 quai Koch 67070 Strasbourg, France.

4. 4 Asset management Policy and goals Inventory of asset Data collection Asset diagnosis and inspection Constraints Technical and financial Up date Decision making, programming Short, mean et long terme Joint Unit Research in Water Utilities Management Cemagref-Engees 1 quai Koch 67070 Strasbourg, France. Asset management

5. 5 Context 152 sewerage utilities Joint Unit Research in Water Utilities Management Cemagref-Engees 1 quai Koch 67070 Strasbourg, France. The context

6. 6 Sewers inventory in 2003:  Data base called CHIMERE Data on the pipe and its environment 5 100 km (4 600 km waste water) Defects noticed by CCTV inspections under « local » codification 32 232 inspections 89 311 defects Joint Unit Research in Water Utilities Management Cemagref-Engees 1 quai Koch 67070 Strasbourg, France. The context

7. 7 Subside, grant Waste Water Utility Sewers networks Conseil général du Bas-rhin Assistance for sewers diagnosis Inentory, data gathering, camera inspections Joint Unit Research in Water Utilities Management Cemagref-Engees 1 quai Koch 67070 Strasbourg, France. The context

8. 8 Sewer pipe Manhole Section Joint Unit Research in Water Utilities Management Cemagref-Engees 1 quai Koch 67070 Strasbourg, France. The problematic Camera Soil

9. 9 RERAU methodology  Defects:actual physical state of the pipe, observed by special cameras  Dysfunctions: consequences of defects  Impacts: effects of the dysfunctions if vulnerability: segment and environment.  Direct observation (O): it is the case of CCTV inspection  Observation-based estimations (E/O): some time results of defects observed by CCTV  Estimations based on risk factors (E/R): step before CCTV inspection. Joint Unit Research in Water Utilities Management Cemagref-Engees 1 quai Koch 67070 Strasbourg, France. The problematic

10. 10 EN 13508-2 standard codification (2003) Defect: Break/collapse Main code Aditional information description BAC characterisation The nature of the observation is: - Break (A)– pieces of pipe visibly displaced - Missing (B)– missing pieces of wall - Collapse (C)– complete loss of structural integrity quantification The length of the observation in millimetres Circumferential location The position of the observation Joint Unit Research in Water Utilities Management Cemagref-Engees 1 quai Koch 67070 Strasbourg, France. Encoding of defaults

11. 11 IdentificationDysfunctions INF EXF HYD DEB DEV ENS BOU RAC EFF DSC ATC ABR Infiltration Exfiltration Decrease of hydraulic capacity Flooding Overflow Sand silting Blockage Ongoing degradation from roots intrusion Risk of collapse Destabilisation of ground-pipe system Ongoing corrosion Ongoing degradation from abrasion Joint Unit Research in Water Utilities Management Cemagref-Engees 1 quai Koch 67070 Strasbourg, France. Main categories of dysfunctions

12. 12  8 dysfunctions taken into account in decision making, number of criteria equal to 8.  Density dysfunction is assessed according to RERAU methodology for each dysfunction corresponding to a criterion.  3 categories for deterioration state: ABS, ACC and INT, 2 profiles to determine  We consider an assignment problem of 90 sewers among 337 S 1 120 20 30 40 50 60 ACC S 2 120 20 30 40 50 60 INT.... S 90 120 20 30 40 50 60 ABS Sewers INF EXF HYD DEB DEV... ENS Category Sewers Criteria Categories Problem formulation

13. 13 La méthode Electre-Tri Density Criteria Profiles & thresholds Category 3 Category 2 Category 1 C3, INT C2, ACC C1, ABS

14. 14 Camera inspections Encoding of defaults EN 13508-2 Density of dysfunctions RERAU methodology Table of Performance Electre-tri Elicitation Infering categories profiles and thresholds Expert Data collection and problem formulation Electre-tri method Results & analysis Main categories of dysfunctions

15. 15 Chimer Joint Unit Research in Water Utilities Management Cemagref-Engees 1 quai Koch 67070 Strasbourg, France. Expert analysis, assignment example Expert assignment  7 sewers to category ABS  37 sewers to category ACC  47 sewers to category INT

16. 16 Joint Unit Research in Water Utilities Management Cemagref-Engees 1 quai Koch 67070 Strasbourg, France. Electre-tri elicitation, Profiles inference CatégoriesBOUEFFENSHYDINFRACATCDSC ABS Min00000011 Max00000011 Mean00000011 0.52.2337.5337.9640.670.521 ACC Min00000011 Max12.1230.77426.67 296.23041 Mean0.404.4675.0675.9281.340.002.031 729126.70128.09300731 INT Min000042.67011 Max462.5426.67960 2104.76462.544 Mean30.0969.45178.33180.26549.5124.462.802.20

17. 17 Chimer Joint Unit Research in Water Utilities Management Cemagref-Engees 1 quai Koch 67070 Strasbourg, France. Electre-tri implementation on example, IRIS Electre-tri implementation and expert assignment Weights inference obtained by IRIS

18. 18 Joint Unit Research in Water Utilities Management Cemagref-Engees 1 quai Koch 67070 Strasbourg, France. Results analysis Analysis of sewers not correctly assigned by Electre-tri The sewers shown by the table above, are characterized by :  accumulation of minor dysfunctions that become the sewer deteriorate  presence of a major dysfunction specially infiltration  possible error from expert assignment, specially for sewer 49856

19. 19 Electre-tri implementation on 337 sewers Electre-tri implementation and sewers not correctly assigned because dysfunctions accumulation Analysis of assignment  27 sewers because of accumulation  12 sewers because of a major dysfunction  2 sewers because of possible error of expert Weighted sum for density Weighted sum for citeria Joint Unit Research in Water Utilities Management Cemagref-Engees 1 quai Koch 67070 Strasbourg, France.

20. 20 Weighted sum threshold determination Expert analysis of 15 sewers for threshold estimation Weighted sum for density Weighted sum for criteria Joint Unit Research in Water Utilities Management Cemagref-Engees 1 quai Koch 67070 Strasbourg, France.

21. 21 Implementation of filter defined by weighted sum Joint Unit Research in Water Utilities Management Cemagref-Engees 1 quai Koch 67070 Strasbourg, France.

22. 22 Conclusion  Interactive approach between Expert and analyst  Defining of category frontiers according to assignment example  Assessing of weights for criteria handled in decision process  Interesting results, but inaccuracy due to the non consideration of the accumulation of minor dysfunctions  proposing filter with the help of weighted sum  reducing the inaccuracy by the use of ad-hoc filter  implementing the approach for sewers rehabilitation  up dating assignment example and category frontiers  improving Electre-tri to take into account accumulation phenomenon Joint Unit Research in Water Utilities Management Cemagref-Engees 1 quai Koch 67070 Strasbourg, France.